toy-hardware/managed_components/espressif__dl_fft/benchmark_esp32s3.md

ESP32-S3 fft benchmark:

Test Name	Size	SNR (dB)	RMSE	Time (μs)
1. test dl fft	128	105	0.000316	61
	256	108	0.000316	136
	512	111	0.000316	299
	1024	114	0.000316	653
	2048	117	0.000316	1413
2. test dl ifft	128	85.7	0.000316	80
	256	85.4	0.000316	175
	512	85.4	0.000316	375
	1024	85.4	0.000316	807
	2048	85.2	0.000316	1721
3. test dl rfft	128	101	0.000316	34
	256	105	0.000316	73
	512	108	0.000316	156
	1024	110	0.000316	347
	2048	114	0.000316	714
4. test dl irfft	128	85.5	0.000316	47
	256	85.9	0.000316	97
	512	84.5	0.000316	197
	1024	85.3	0.000316	432
	2048	85.4	0.000316	868
5. test dl fft s16	128	65.9	0.001719	131
	256	62.0	0.003524	289
	512	59.2	0.006614	633
	1024	56.8	0.013190	1374
	2048	53.7	0.026223	2966
6. test dl ifft s16	128	59.8	0.000527	133
	256	52.2	0.000902	293
	512	51.4	0.000917	640
	1024	51.1	0.000960	1387
	2048	45.7	0.001737	2992
7. test dl fft hp s16	128	76.1	0.000621	189
	256	73.6	0.000975	424
	512	72.6	0.001546	914
	1024	73.0	0.002084	2023
	2048	69.9	0.004387	4322
8. test dl ifft hp s16	128	72.6	0.000327	190
	256	71.5	0.000328	427
	512	68.9	0.000334	920
	1024	68.9	0.000335	2036
	2048	67.8	0.000345	4349
9. test dl rfft s16	128	63.8	0.001403	70
	256	60.7	0.002885	152
	512	58.2	0.005433	331
	1024	54.5	0.011284	717
	2048	51.9	0.022304	1542
10. test dl irfft s16	128	57.8	0.000596	70
	256	52.2	0.000937	153
	512	50.2	0.000984	334
	1024	45.6	0.001740	720
	2048	40.2	0.003298	1547
11. test dl rfft hp s16	128	75.7	0.000464	98
	256	74.2	0.000730	210
	512	72.7	0.001103	466
	1024	73.0	0.001432	998
	2048	70.3	0.002952	2190
12. test dl irfft hp s16	128	72.8	0.000324	98
	256	71.1	0.000330	210
	512	67.8	0.000338	468
	1024	69.5	0.000335	1001
	2048	67.4	0.000346	2196